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Automated building blocks selection based on business processes semantics in ERPs

机译：基于ERP中业务流程语义的自动构建基块选择

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摘要

We present a novel approach and a system for automated selection of building blocks, by exploiting business processes semantics. The selection process is based on a novel greedy concept covering algorithm, which computes, given a description of the request, the set of needed building blocks. If such a set does not exist the algorithm returns the covered subset and explanation information on both the left-uncovered part and conflicting part of the request description, exploiting non-standard inference services. The requested description can be expressed as conjunction of mandatory requirements and preferences. In order to efficiently cope with large datasets a further enhancement is proposed, exploiting pre-classification techniques using a Description Logics reasoning engine in conjunction with a RDBMS to reduce the computational burden. The approach has been deployed in a system specifically designed for SAP R/3 best practices reusability, which is fully functional and is currently being evaluated in an industrial setting.
机译：通过利用业务流程语义，我们提出了一种自动选择构件的新颖方法和系统。选择过程基于一种新颖的贪婪概念覆盖算法，该算法在给出请求描述的情况下计算所需的构建块集。如果不存在这样的集合，则算法会利用非标准推理服务，在请求描述的左未发现部分和冲突部分上返回覆盖的子集和说明信息。请求的描述可以表示为强制性要求和首选项的结合。为了有效地处理大型数据集，提出了进一步的增强功能，该方法利用描述逻辑推理引擎与RDBMS结合使用预分类技术来减少计算负担。该方法已部署在专门为SAP R / 3最佳实践可重用性设计的系统中，该系统功能齐全，目前正在工业环境中进行评估。

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